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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ting Zhang

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Open access Aug 2026

RADF: Reference-Anchored Dynamic Flow for Spatial Perturbation Profile Completion

Spatial perturbation profiling is becoming an important tool in functional genomics because it reveals how genetic interventions reshape transcription within intact tissue contexts. However, destructive readout and limited screening capacity leave many perturbation-by-location response profiles unmeasured, motivating t...

Hong-Min Cai, Wanghou, Jiazhou Chen et al. · 0 citations
Conference Open access Sep 2026

URFPert: Unrolled Regulatory Flow Networks for Out-of-Distribution Single-Cell Perturbation Prediction

Comprehensive evaluations on five single-cell perturbation datasets demonstrate that URFPert outperforms state-of-the-art methods in unseen perturbation regimes, providing a powerful tool for interpreting regulatory mechanisms.

Xiao-Qi Sheng, Jia-Wen Liu, Yu-Tong Li et al. · 0 citations

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